Overview
Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 2428 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 154.1 KiB |
| Average record size in memory | 65.0 B |
Variable types
| DateTime | 1 |
|---|---|
| TimeSeries | 5 |
| Boolean | 1 |
| Numeric | 1 |
Timeseries statistics
| Number of series | 5 |
|---|---|
| Time series length | 2428 |
| Starting point | 2010-01-04 00:00:00 |
| Ending point | 2019-08-29 00:00:00 |
| Period | 1 day, 10 hours and 50 minutes |
repaired? has constant value "False" | Constant |
adj close is highly overall correlated with close and 3 other fields | High correlation |
close is highly overall correlated with adj close and 3 other fields | High correlation |
high is highly overall correlated with adj close and 3 other fields | High correlation |
low is highly overall correlated with adj close and 3 other fields | High correlation |
open is highly overall correlated with adj close and 3 other fields | High correlation |
adj close is non stationary | Non stationary |
close is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
open is non stationary | Non stationary |
adj close is seasonal | Seasonal |
close is seasonal | Seasonal |
high is seasonal | Seasonal |
low is seasonal | Seasonal |
open is seasonal | Seasonal |
Date has unique values | Unique |
volume has 32 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-05 23:22:39.070114 |
|---|---|
| Analysis finished | 2026-02-05 23:22:43.250774 |
| Duration | 4.18 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Date
Date
Unique
| Distinct | 2428 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 37.9 KiB |
| Minimum | 2010-01-04 00:00:00 |
|---|---|
| Maximum | 2019-08-29 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
adj close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 1868 |
|---|---|
| Distinct (%) | 76.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1341.9181 |
|---|---|
| Minimum | 1050.8 |
| Maximum | 1888.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 1050.8 |
|---|---|
| 5-th percentile | 1117.505 |
| Q1 | 1222.575 |
| median | 1289.35 |
| Q3 | 1405.45 |
| 95-th percentile | 1719.73 |
| Maximum | 1888.7 |
| Range | 837.8999 |
| Interquartile range (IQR) | 182.87503 |
Descriptive statistics
| Standard deviation | 180.12929 |
|---|---|
| Coefficient of variation (CV) | 0.1342327 |
| Kurtosis | 0.051358142 |
| Mean | 1341.9181 |
| Median Absolute Deviation (MAD) | 79.450012 |
| Skewness | 0.9841677 |
| Sum | 3258177.2 |
| Variance | 32446.562 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3287729577 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 14 minutes |
| std | 8 hours, 21 minutes and 10.8 seconds |
| Value | Count | Frequency (%) |
| 1273.699951 | 6 | 0.2% |
| 1313.699951 | 5 | 0.2% |
| 1253.800049 | 4 | 0.2% |
| 1209.599976 | 4 | 0.2% |
| 1233.599976 | 4 | 0.2% |
| 1294.699951 | 4 | 0.2% |
| 1293.300049 | 4 | 0.2% |
| 1386.800049 | 4 | 0.2% |
| 1273.400024 | 4 | 0.2% |
| 1229.300049 | 4 | 0.2% |
| Other values (1858) | 2385 |
| Value | Count | Frequency (%) |
| 1050.800049 | 1 | |
| 1052.199951 | 1 | |
| 1054.199951 | 1 | |
| 1056.199951 | 1 | |
| 1060.099976 | 1 | |
| 1060.300049 | 1 | |
| 1061.699951 | 1 | |
| 1062.400024 | 1 | |
| 1062.900024 | 1 | |
| 1063.800049 | 1 |
| Value | Count | Frequency (%) |
| 1888.699951 | 1 | |
| 1873.699951 | 1 | |
| 1869.900024 | 1 | |
| 1858.300049 | 1 | |
| 1856.400024 | 1 | |
| 1854.400024 | 1 | |
| 1848.900024 | 1 | |
| 1828.5 | 1 | |
| 1826.800049 | 1 | |
| 1826.699951 | 1 |
close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 1868 |
|---|---|
| Distinct (%) | 76.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1341.9181 |
|---|---|
| Minimum | 1050.8 |
| Maximum | 1888.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 1050.8 |
|---|---|
| 5-th percentile | 1117.505 |
| Q1 | 1222.575 |
| median | 1289.35 |
| Q3 | 1405.45 |
| 95-th percentile | 1719.73 |
| Maximum | 1888.7 |
| Range | 837.8999 |
| Interquartile range (IQR) | 182.87503 |
Descriptive statistics
| Standard deviation | 180.12929 |
|---|---|
| Coefficient of variation (CV) | 0.1342327 |
| Kurtosis | 0.051358142 |
| Mean | 1341.9181 |
| Median Absolute Deviation (MAD) | 79.450012 |
| Skewness | 0.9841677 |
| Sum | 3258177.2 |
| Variance | 32446.562 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3287729577 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 14 minutes |
| std | 8 hours, 21 minutes and 10.8 seconds |
| Value | Count | Frequency (%) |
| 1273.699951 | 6 | 0.2% |
| 1313.699951 | 5 | 0.2% |
| 1253.800049 | 4 | 0.2% |
| 1209.599976 | 4 | 0.2% |
| 1233.599976 | 4 | 0.2% |
| 1294.699951 | 4 | 0.2% |
| 1293.300049 | 4 | 0.2% |
| 1386.800049 | 4 | 0.2% |
| 1273.400024 | 4 | 0.2% |
| 1229.300049 | 4 | 0.2% |
| Other values (1858) | 2385 |
| Value | Count | Frequency (%) |
| 1050.800049 | 1 | |
| 1052.199951 | 1 | |
| 1054.199951 | 1 | |
| 1056.199951 | 1 | |
| 1060.099976 | 1 | |
| 1060.300049 | 1 | |
| 1061.699951 | 1 | |
| 1062.400024 | 1 | |
| 1062.900024 | 1 | |
| 1063.800049 | 1 |
| Value | Count | Frequency (%) |
| 1888.699951 | 1 | |
| 1873.699951 | 1 | |
| 1869.900024 | 1 | |
| 1858.300049 | 1 | |
| 1856.400024 | 1 | |
| 1854.400024 | 1 | |
| 1848.900024 | 1 | |
| 1828.5 | 1 | |
| 1826.800049 | 1 | |
| 1826.699951 | 1 |
high
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 1876 |
|---|---|
| Distinct (%) | 77.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1348.7202 |
|---|---|
| Minimum | 1062 |
| Maximum | 1911.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 1062 |
|---|---|
| 5-th percentile | 1124.105 |
| Q1 | 1226.575 |
| median | 1293.75 |
| Q3 | 1413.825 |
| 95-th percentile | 1728.265 |
| Maximum | 1911.6 |
| Range | 849.59998 |
| Interquartile range (IQR) | 187.25006 |
Descriptive statistics
| Standard deviation | 181.89478 |
|---|---|
| Coefficient of variation (CV) | 0.13486472 |
| Kurtosis | 0.075994959 |
| Mean | 1348.7202 |
| Median Absolute Deviation (MAD) | 78.949951 |
| Skewness | 0.99597546 |
| Sum | 3274692.7 |
| Variance | 33085.711 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3404490557 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 14 minutes |
| std | 8 hours, 21 minutes and 10.8 seconds |
| Value | Count | Frequency (%) |
| 1320.699951 | 5 | 0.2% |
| 1236 | 5 | 0.2% |
| 1292 | 4 | 0.2% |
| 1245 | 4 | 0.2% |
| 1247 | 4 | 0.2% |
| 1312 | 4 | 0.2% |
| 1291.599976 | 4 | 0.2% |
| 1234 | 4 | 0.2% |
| 1292.699951 | 4 | 0.2% |
| 1273.5 | 4 | 0.2% |
| Other values (1866) | 2386 |
| Value | Count | Frequency (%) |
| 1062 | 1 | |
| 1064.599976 | 1 | |
| 1066.199951 | 1 | |
| 1068.400024 | 1 | |
| 1068.5 | 1 | |
| 1069.5 | 1 | |
| 1070.199951 | 1 | |
| 1070.300049 | 1 | |
| 1071.5 | 1 | |
| 1071.900024 | 1 |
| Value | Count | Frequency (%) |
| 1911.599976 | 1 | |
| 1909.300049 | 1 | |
| 1895 | 1 | |
| 1884.199951 | 1 | |
| 1881.300049 | 1 | |
| 1874.400024 | 1 | |
| 1873.699951 | 1 | |
| 1870 | 1 | |
| 1853.099976 | 1 | |
| 1852.400024 | 1 |
low
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 1908 |
|---|---|
| Distinct (%) | 78.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1334.8227 |
|---|---|
| Minimum | 1045.2 |
| Maximum | 1864 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 1045.2 |
|---|---|
| 5-th percentile | 1110 |
| Q1 | 1216.2 |
| median | 1284.3 |
| Q3 | 1394.5 |
| 95-th percentile | 1708.725 |
| Maximum | 1864 |
| Range | 818.80005 |
| Interquartile range (IQR) | 178.30008 |
Descriptive statistics
| Standard deviation | 178.30552 |
|---|---|
| Coefficient of variation (CV) | 0.13357992 |
| Kurtosis | 0.032317591 |
| Mean | 1334.8227 |
| Median Absolute Deviation (MAD) | 78.900024 |
| Skewness | 0.97257018 |
| Sum | 3240949.5 |
| Variance | 31792.857 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3222464149 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 14 minutes |
| std | 8 hours, 21 minutes and 10.8 seconds |
| Value | Count | Frequency (%) |
| 1244.800049 | 5 | 0.2% |
| 1218.599976 | 5 | 0.2% |
| 1222.199951 | 5 | 0.2% |
| 1191 | 4 | 0.2% |
| 1279.400024 | 4 | 0.2% |
| 1294.699951 | 4 | 0.2% |
| 1240 | 4 | 0.2% |
| 1280.300049 | 4 | 0.2% |
| 1284.300049 | 4 | 0.2% |
| 1281.099976 | 4 | 0.2% |
| Other values (1898) | 2385 |
| Value | Count | Frequency (%) |
| 1045.199951 | 1 | |
| 1046.199951 | 1 | |
| 1049.599976 | 1 | |
| 1050.5 | 1 | |
| 1051.099976 | 1 | |
| 1052.099976 | 1 | |
| 1052.699951 | 1 | |
| 1058.5 | 1 | |
| 1058.699951 | 1 | |
| 1059 | 1 |
| Value | Count | Frequency (%) |
| 1864 | 1 | |
| 1858.400024 | 1 | |
| 1835 | 1 | |
| 1830 | 1 | |
| 1828.599976 | 1 | |
| 1824.599976 | 1 | |
| 1823.699951 | 1 | |
| 1814.400024 | 1 | |
| 1811.400024 | 1 | |
| 1809 | 1 |
open
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 1883 |
|---|---|
| Distinct (%) | 77.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1342.1278 |
|---|---|
| Minimum | 1052.2 |
| Maximum | 1909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 1052.2 |
|---|---|
| 5-th percentile | 1118.035 |
| Q1 | 1222.825 |
| median | 1289.35 |
| Q3 | 1406.1 |
| 95-th percentile | 1721.04 |
| Maximum | 1909 |
| Range | 856.80005 |
| Interquartile range (IQR) | 183.27499 |
Descriptive statistics
| Standard deviation | 180.37445 |
|---|---|
| Coefficient of variation (CV) | 0.13439439 |
| Kurtosis | 0.058127973 |
| Mean | 1342.1278 |
| Median Absolute Deviation (MAD) | 79 |
| Skewness | 0.9874596 |
| Sum | 3258686.2 |
| Variance | 32534.941 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3413155088 |
Gap statistics
| number of gaps | 503 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 14 minutes |
| std | 8 hours, 21 minutes and 10.8 seconds |
| Value | Count | Frequency (%) |
| 1273.5 | 5 | 0.2% |
| 1252.699951 | 5 | 0.2% |
| 1292.099976 | 5 | 0.2% |
| 1279.400024 | 5 | 0.2% |
| 1239.300049 | 4 | 0.2% |
| 1224.800049 | 4 | 0.2% |
| 1256.199951 | 4 | 0.2% |
| 1199.699951 | 4 | 0.2% |
| 1612.800049 | 4 | 0.2% |
| 1285.199951 | 4 | 0.2% |
| Other values (1873) | 2384 |
| Value | Count | Frequency (%) |
| 1052.199951 | 1 | |
| 1053.699951 | 1 | |
| 1054.400024 | 1 | |
| 1056.5 | 1 | |
| 1061.900024 | 1 | |
| 1063 | 1 | |
| 1063.400024 | 1 | |
| 1064 | 1 | |
| 1064.599976 | 2 | |
| 1064.800049 | 1 |
| Value | Count | Frequency (%) |
| 1909 | 1 | |
| 1886.300049 | 1 | |
| 1868.900024 | 1 | |
| 1868.599976 | 1 | |
| 1858.099976 | 1 | |
| 1852.400024 | 1 | |
| 1843 | 1 | |
| 1839.300049 | 1 | |
| 1833 | 1 | |
| 1830.599976 | 1 |
repaired?
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.3 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 2428 |
volume
Real number (ℝ)
Zeros
| Distinct | 905 |
|---|---|
| Distinct (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5818.563 |
| Minimum | 0 |
|---|---|
| Maximum | 386334 |
| Zeros | 32 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 35 |
| median | 125.5 |
| Q3 | 426.25 |
| 95-th percentile | 6977.1 |
| Maximum | 386334 |
| Range | 386334 |
| Interquartile range (IQR) | 391.25 |
Descriptive statistics
| Standard deviation | 30569.691 |
|---|---|
| Coefficient of variation (CV) | 5.2538214 |
| Kurtosis | 48.599208 |
| Mean | 5818.563 |
| Median Absolute Deviation (MAD) | 110.5 |
| Skewness | 6.6976471 |
| Sum | 14127471 |
| Variance | 9.3450599 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32 | 1.3% |
| 20 | 25 | 1.0% |
| 14 | 24 | 1.0% |
| 8 | 23 | 0.9% |
| 4 | 23 | 0.9% |
| 7 | 23 | 0.9% |
| 5 | 23 | 0.9% |
| 27 | 22 | 0.9% |
| 2 | 22 | 0.9% |
| 1 | 21 | 0.9% |
| Other values (895) | 2190 |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 1 | 21 | |
| 2 | 22 | |
| 3 | 18 | |
| 4 | 23 | |
| 5 | 23 | |
| 6 | 17 | |
| 7 | 23 | |
| 8 | 23 | |
| 9 | 17 |
| Value | Count | Frequency (%) |
| 386334 | 1 | |
| 290889 | 1 | |
| 280546 | 1 | |
| 276136 | 1 | |
| 275442 | 1 | |
| 271457 | 1 | |
| 259050 | 1 | |
| 254428 | 1 | |
| 247168 | 1 | |
| 237497 | 1 |
Interactions
Correlations
| adj close | close | high | low | open | volume | |
|---|---|---|---|---|---|---|
| adj close | 1.000 | 1.000 | 0.998 | 0.998 | 0.996 | 0.016 |
| close | 1.000 | 1.000 | 0.998 | 0.998 | 0.996 | 0.016 |
| high | 0.998 | 0.998 | 1.000 | 0.996 | 0.998 | 0.028 |
| low | 0.998 | 0.998 | 0.996 | 1.000 | 0.998 | 0.002 |
| open | 0.996 | 0.996 | 0.998 | 0.998 | 1.000 | 0.016 |
| volume | 0.016 | 0.016 | 0.028 | 0.002 | 0.016 | 1.000 |
Missing values
Sample
| Date | adj close | close | high | low | open | repaired? | volume | |
|---|---|---|---|---|---|---|---|---|
| 2010-01-04 | 2010-01-04 | 1117.699951 | 1117.699951 | 1122.300049 | 1097.099976 | 1117.699951 | False | 184 |
| 2010-01-05 | 2010-01-05 | 1118.099976 | 1118.099976 | 1126.500000 | 1115.000000 | 1118.099976 | False | 53 |
| 2010-01-06 | 2010-01-06 | 1135.900024 | 1135.900024 | 1139.199951 | 1120.699951 | 1135.900024 | False | 363 |
| 2010-01-07 | 2010-01-07 | 1133.099976 | 1133.099976 | 1133.099976 | 1129.199951 | 1133.099976 | False | 56 |
| 2010-01-08 | 2010-01-08 | 1138.199951 | 1138.199951 | 1138.199951 | 1122.699951 | 1138.199951 | False | 54 |
| 2010-01-11 | 2010-01-11 | 1150.699951 | 1150.699951 | 1161.199951 | 1143.000000 | 1150.699951 | False | 177 |
| 2010-01-12 | 2010-01-12 | 1128.900024 | 1128.900024 | 1157.199951 | 1127.199951 | 1128.900024 | False | 51 |
| 2010-01-13 | 2010-01-13 | 1136.400024 | 1136.400024 | 1136.400024 | 1121.000000 | 1136.400024 | False | 58 |
| 2010-01-14 | 2010-01-14 | 1142.599976 | 1142.599976 | 1145.900024 | 1132.800049 | 1137.000000 | False | 81 |
| 2010-01-15 | 2010-01-15 | 1130.099976 | 1130.099976 | 1133.400024 | 1127.199951 | 1132.800049 | False | 50 |
| Date | adj close | close | high | low | open | repaired? | volume | |
|---|---|---|---|---|---|---|---|---|
| 2019-08-16 | 2019-08-16 | 1512.500000 | 1512.500000 | 1524.599976 | 1504.699951 | 1524.599976 | False | 1815 |
| 2019-08-19 | 2019-08-19 | 1500.400024 | 1500.400024 | 1507.599976 | 1492.900024 | 1507.199951 | False | 205 |
| 2019-08-20 | 2019-08-20 | 1504.599976 | 1504.599976 | 1506.099976 | 1497.500000 | 1497.500000 | False | 486 |
| 2019-08-21 | 2019-08-21 | 1504.599976 | 1504.599976 | 1505.000000 | 1498.800049 | 1504.900024 | False | 350 |
| 2019-08-22 | 2019-08-22 | 1497.300049 | 1497.300049 | 1497.300049 | 1493.800049 | 1495.099976 | False | 686 |
| 2019-08-23 | 2019-08-23 | 1526.599976 | 1526.599976 | 1527.599976 | 1493.500000 | 1493.500000 | False | 983 |
| 2019-08-26 | 2019-08-26 | 1526.300049 | 1526.300049 | 1543.300049 | 1524.300049 | 1543.199951 | False | 334 |
| 2019-08-27 | 2019-08-27 | 1541.000000 | 1541.000000 | 1542.099976 | 1528.500000 | 1530.500000 | False | 166 |
| 2019-08-28 | 2019-08-28 | 1537.800049 | 1537.800049 | 1538.099976 | 1537.800049 | 1538.099976 | False | 2756 |
| 2019-08-29 | 2019-08-29 | 1526.500000 | 1526.500000 | 1549.300049 | 1519.599976 | 1537.500000 | False | 704 |